Training Transition Policies via Distribution Matching for Complex Tasks

Ju-Seung Byun, Andrew Perrault

Abstract: Humans decompose novel complex tasks into simpler ones to exploit previously learned skills. Analogously, hierarchical reinforcement learning seeks to leverage lower-level policies for simple tasks...